4 papers
Towards LLM Accelerated Rapid Reviews for Software Tool Discovery -- Case for Log Anomaly Detection
Jesse Nyyssölä, Hamza Bin Mazhar, Alexander Bakhtin +6
In software engineering research, the primary outcome is frequently a tool. However, for practitioners and academics alike, it is hard to tell which tools are maintained and do the…
LATS-RCA: Language Agent Tree Search for Root Cause Analysis in Microservices
Alexander Naakka, Yuqing Wang, Mika V Mäntylä
Recent advances in large language models (LLMs) have enabled early attempts to automate root cause analysis (RCA) in microservice systems (MSS). However, existing approaches typica…
LO2: Microservice API Anomaly Dataset of Logs and Metrics
Alexander Bakhtin, Jesse Nyyssölä, Yuqing Wang +5
Context. Microservice-based systems have gained significant attention over the past years. A critical factor for understanding and analyzing the behavior of these systems is the co…
Citations in Software Engineering -- Paper-related, Journal-related, and Author-related Factors
Mika Mäntylä, Vahid Garousi
Many factors could affect the number of citations to a paper. Citations have an important role in research policy and in measuring the excellence of research and researchers. This…